8. ICA 2009: Paraty, Brazil

Theory

• Paul von Bünau, Frank C. Meinecke, Klaus-Robert Müller:
  Stationary Subspace Analysis. 1-8
  
• Marc Castella, Eric Moreau:
  Reference Based Contrast Functions in a Semi-blind Context. 9-16
  
• Charles Casimiro Cavalcante, João Marcos Travassos Romano:
  On the Relationships between MMSE and Information-Theoretic-Based Blind Criterion for Minimum BER Filtering. 17-24
  
• Nhat Anh Cheviet, Mohamed El Badaoui, Adel Belouchrani, François Guillet:
  Blind Separation of Cyclostationary Signals. 25-33
  
• B. Vikrham Gowreesunker, Ahmed H. Tewfik:
  A Novel Subspace Clustering Method for Dictionary Design. 34-41
  
• Gen Hori:
  Comparison of Two Main Approaches to Joint SVD. 42-49
  
• Dana Lahat, Jean-François Cardoso, Hagit Messer:
  Optimal Performance of Second-Order Multidimensional ICA. 50-57
  
• David N. Levin:
  Using Signal Invariants to Perform Nonlinear Blind Source Separation. 58-65
  
• Jaakko Luttinen, Alexander Ilin, Juha Karhunen:
  Bayesian Robust PCA for Incomplete Data. 66-73
  
• Abhijit Mandal, Arnab Chakraborty:
  Independent Component Analysis (ICA) Using Pearsonian Density Function. 74-81
  
• Aline Neves, Cristina Wada, Ricardo Suyama, Romis de Faissol Attux, João Marcos Travassos Romano:
  An Analysis of Unsupervised Signal Processing Methods in the Context of Correlated Sources. 82-89
  
• Jason A. Palmer, Kenneth Kreutz-Delgado, Scott Makeig:
  Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures. 90-97
  
• Dinh-Tuan Pham, Zaher El-Chami, Alexandre Guérin, Christine Servière:
  Modeling the Short Time Fourier Transform Ratio and Application to Underdetermined Audio Source Separation. 98-105
  
• Reinhard Schachtner, Gerhard Pöppel, Ana Maria Tomé, Elmar Wolfgang Lang:
  Minimum Determinant Constraint for Non-negative Matrix Factorization. 106-113
  
• Christine Servière:
  Separation of Convolutive Mixtures with Hybrid Sources. 114-121
  
• Diogo C. Soriano, Ricardo Suyama, Romis de Faissol Attux:
  Blind Extraction of Chaotic Sources from White Gaussian Noise Based on a Measure of Determinism. 122-129
  
• Taiji Suzuki, Masashi Sugiyama:
  Estimating Squared-Loss Mutual Information for Independent Component Analysis. 130-137
  
• Zoltán Szabó:
  Complete Blind Subspace Deconvolution. 138-145
  
• Zoltán Szabó, András Lörincz:
  Fast Parallel Estimation of High Dimensional Information Theoretical Quantities with Low Dimensional Random Projection Ensembles. 146-153
  
• Shikui Tu, Lei Xu:
  Theoretical Analysis and Comparison of Several Criteria on Linear Model Dimension Reduction. 154-162
  
• Steffen Unkel, Nickolay T. Trendafilov:
  Factor Analysis as Data Matrix Decomposition: A New Approach for Quasi-Sphering in Noisy ICA. 163-170
  
• Vincent Vigneron, Aurélien Hazan:
  Signal Subspace Separation Based on the Divergence Measure of a Set of Wavelets Coefficients. 171-178
  
• Baijie Wang, Ercan E. Kuruoglu, Junying Zhang:
  ICA by Maximizing Non-stability. 179-186
  
• Arie Yeredor:
  On Optimal Selection of Correlation Matrices for Matrix-Pencil-Based Separation. 187-194
  
• Kun Zhang, Heng Peng, Laiwan Chan, Aapo Hyvärinen:
  ICA with Sparse Connections: Revisited. 195-202
  

Algorithms and Architectures

• Miguel Almeida, Ricardo Vigário:
  Source Separation of Phase-Locked Subspaces. 203-210
  
• Paulo B. Batalheiro, Mariane R. Petraglia, Diego B. Haddad:
  Online Subband Blind Source Separation for Convolutive Mixtures Using a Uniform Filter Bank with Critical Sampling. 211-218
  
• Doru Constantin:
  Cebysev Coefficients - Based Algorithm for Estimating the ICA Model. 219-226
  
• Konstantinos I. Diamantaras, Theophilos Papadimitriou:
  Histogram Based Blind Identification and Source Separation from Linear Instantaneous Mixtures. 227-234
  
• Tiago M. Dias, Romis de Faissol Attux, João Marcos Travassos Romano, Ricardo Suyama:
  Blind Source Separation of Post-Nonlinear Mixtures Using Evolutionary Computation and Gaussianization. 235-242
  
• Rémi Dubroca, Christophe De Luigi, Eric Moreau:
  Adapted Deflation Approach for Referenced Contrast Optimization in Blind MIMO Convolutive Source Separation. 243-250
  
• Carlos Estêvão R. Fernandes, Pierre Comon, Gérard Favier:
  Blind Order Detection and Parameter Estimation of MISO-FIR Channels. 251-258
  
• Peter Gruber, Harold W. Gutch, Fabian J. Theis:
  Hierarchical Extraction of Independent Subspaces of Unknown Dimensions. 259-266
  
• Diego B. Haddad, Mariane R. Petraglia, Paulo B. Batalheiro:
  On IIR Filters and Convergence Acceleration for Convolutive Blind Source Separation. 267-273
  
• Daniel I. Iglesia, Héctor J. Pérez-Iglesias, Adriana Dapena:
  A Cascade System for Solving Permutation and Gain Problems in Frequency-Domain BSS. 274-281
  
• Radoslaw Mazur, Alfred Mertins:
  A Method for Filter Shaping in Convolutive Blind Source Separation. 282-289
  
• Francesco Nesta, Piergiorgio Svaizer, Maurizio Omologo:
  Cumulative State Coherence Transform for a Robust Two-Channel Multiple Source Localization. 290-297
  
• Dinh-Tuan Pham, Marco Congedo:
  Least Square Joint Diagonalization of Matrices under an Intrinsic Scale Constraint. 298-305
  
• Matthieu Puigt, Yannick Deville:
  Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures. 306-313
  
• Bertrand Rivet:
  Blind Non-stationnary Sources Separation by Sparsity in a Linear Instantaneous Mixture. 314-321
  
• Hicham Saylani, Shahram Hosseini, Yannick Deville:
  Blind Separation of Noisy Mixtures of Non-stationary Sources Using Spectral Decorrelation. 322-329
  
• Paris Smaragdis, Madhusudana V. S. Shashanka, Bhiksha Raj, Gautham J. Mysore:
  Probabilistic Factorization of Non-negative Data with Entropic Co-occurrence Constraints. 330-337
  
• Prasad Sudhakar, Rémi Gribonval:
  A Sparsity-Based Method to Solve Permutation Indeterminacy in Frequency-Domain Convolutive Blind Source Separation. 338-345
  
• Ke Sun, Shikui Tu, David Yang Gao, Lei Xu:
  Canonical Dual Approach to Binary Factor Analysis. 346-353
  
• Fabian J. Theis, Thomas P. Cason, Pierre-Antoine Absil:
  Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold. 354-361
  
• Keisuke Toyama, Mark D. Plumbley:
  Estimating Phase Linearity in the Frequency-Domain ICA Demixing Matrix. 362-370
  
• Cristina Wada, Douglas M. Consolaro, Rafael Ferrari, Ricardo Suyama, Romis de Faissol Attux, Fernando J. Von Zuben:
  Nonlinear Blind Source Deconvolution Using Recurrent Prediction-Error Filters and an Artificial Immune System. 371-378
  
• Jarkko Ylipaavalniemi, Jyri Soppela:
  Arabica: Robust ICA in a Pipeline. 379-386
  

Biomedical Applications

• Florian Blöchl, Fabian J. Theis:
  Estimating Hidden Influences in Metabolic and Gene Regulatory Networks. 387-394
  
• Chunqi Chang, Zhi Ding, Yeung Sam Hung:
  Nonnegative Network Component Analysis by Linear Programming for Gene Regulatory Network Reconstruction. 395-402
  
• Danton Diego Ferreira, Antônio Maurício Ferreira Leite Miranda de Sá, Augusto Santiago Cerqueira, José Manoel de Seixas:
  ICA-Based Method for Quantifying EEG Event-Related Desynchronization. 403-410
  
• Sidcley P. Gomes, Patrícia da Silva Sousa-Carvalho, Enio Aguiar, Anderson B. Silva, Fábio M. Braga, Allan Kardec Barros:
  Localization of Generalized Discharge Sources in Patients with Juvenile Myoclonic Epilepsy Using Independent Components Analysis. 411-418
  
• Cédric Gouy-Pailler, Reza Sameni, Marco Congedo, Christian Jutten:
  Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings. 419-426
  
• Elina Karp, Lauri Parkkonen, Ricardo Vigário:
  Denoising Single Trial Event Related Magnetoencephalographic Recordings. 427-434
  
• Ingo R. Keck, Volker Fischer, Carlos García Puntonet, Elmar Wolfgang Lang:
  Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis. 435-442
  
• Florian Kohl, Gerd Wübbeler, Dorothea Kolossa, Clemens Elster, Markus Bär, Reinhold Orglmeister:
  Non-independent BSS: A Model for Evoked MEG Signals with Controllable Dependencies. 443-450
  
• Raul Llinares, Jorge Igual, Addisson Salazar, Julio Miró-Borrás, Arturo Serrano:
  Atrial Activity Extraction Based on Statistical and Spectral Features. 451-458
  
• Michal Natora, Felix Franke, Matthias H. J. Munk, Klaus Obermayer:
  Blind Source Separation of Sparse Overcomplete Mixtures and Application to Neural Recordings. 459-466
  
• Hans Georg Stockmeier, Heidi Bäcker, Wolfgang Bäumler, Elmar Wolfgang Lang:
  BSS-Based Feature Extraction for Skin Lesion Image Classification. 467-474
  
• Zoran Tiganj, Mamadou Mboup:
  Spike Detection and Sorting: Combining Algebraic Differentiations with ICA. 475-482
  

Image Processing

• André Borges Cavalcante, Fausto Lucena, Allan Kardec Barros, Yoshinori Takeuchi, Noboru Ohnishi:
  Segmentation of Natural and Man-Made Structures by Independent Component Analysis. 483-490
  
• Klaus Fabian Côco, Evandro Ottoni Teatini Salles, Mário Sarcinelli Filho:
  Topographic Independent Component Analysis Based on Fractal and Morphology Applied to Texture Segmentation. 491-498
  
• Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur:
  Image Source Separation Using Color Channel Dependencies. 499-506
  
• Urs Köster, Jussi T. Lindgren, Michael Gutmann, Aapo Hyvärinen:
  Learning Natural Image Structure with a Horizontal Product Model. 507-514
  
• Urs Köster, Jussi T. Lindgren, Aapo Hyvärinen:
  Estimating Markov Random Field Potentials for Natural Images. 515-522
  
• Yassir Moudden, Jérôme Bobin, Jean-Luc Starck, Jalal Fadili:
  Blind Source Separation with Spatio-SpectralSparsity Constraints - Application to Hyperspectral Data Analysis. 523-531
  
• Hamid Palangi, Aboozar Ghafari, Massoud Babaie-Zadeh, Christian Jutten:
  Image Coding and Compression with Sparse 3D Discrete Cosine Transform. 532-539
  
• Mikkel N. Schmidt, Ole Winther, Lars Kai Hansen:
  Bayesian Non-negative Matrix Factorization. 540-547
  
• Fabian J. Theis, Richard Neher, Andre Zeug:
  Blind Decomposition of Spectral Imaging Microscopy: A Study on Artificial and Real Test Data. 548-556
  
• Seyyed Majid Valiollahzadeh, Hamed Firouzi, Massoud Babaie-Zadeh, Christian Jutten:
  Image Denoising Using Sparse Representations. 557-564
  

Speech and Audio Processing

• Jani Even, Hiroshi Saruwatari, Kiyohiro Shikano:
  Target Speech Enhancement in Presence of Jammer and Diffuse Background Noise. 565-572
  
• Ruairí de Fréin, Scott T. Rickard, Barak A. Pearlmutter:
  Constructing Time-Frequency Dictionaries for Source Separation via Time-Frequency Masking and Source Localisation. 573-580
  
• Eugen Hoffmann, Dorothea Kolossa, Reinhold Orglmeister:
  Time Frequency Masking Strategy for Blind Source Separation of Acoustic Signals Based on Optimally-Modified LOG-Spectral Amplitude Estimator. 581-588
  
• Intae Lee, Charles E. Kinney, Bowon Lee, Antonius A. C. M. Kalker:
  Solving the Acoustic Echo Cancellation Problem in Double-Talk Scenario Using Non-Gaussianity of the Near-End Signal. 589-596
  
• Everton Z. Nadalin, Ricardo Suyama, Romis de Faissol Attux:
  An ICA-Based Method for Blind Source Separation in Sparse Domains. 597-604
  
• Andrew Nesbit, Emmanuel Vincent, Mark D. Plumbley:
  Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation. 605-612
  
• Matthieu Puigt, Emmanuel Vincent, Yannick Deville:
  Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources. 613-620
  
• Gustavo Fernandes Rodrigues, Hani Camille Yehia:
  Limitations of the Spectrum Masking Technique for Blind Source Separation. 621-628
  
• Auxiliadora Sarmiento, Sergio Cruces, Iván Durán:
  Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation. 629-636
  
• Jongwon Seok, Hafiz Malik:
  Audio Watermark Detection Using Undetermined ICA. 637-645
  
• Tuomas Virtanen, Ali Taylan Cemgil:
  Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation. 646-653
  

Other Applications

• Byeong-Geun Cheon, Yong-Wan Roh, Dong-Ju Kim, Kwang-Seok Hong:
  An Implementation of Floral Scent Recognition System Using ICA Combined with Correlation Coefficients. 654-661
  
• Leonardo Tomazeli Duarte, Christian Jutten, Saïd Moussaoui:
  Ion-Selective Electrode Array Based on a Bayesian Nonlinear Source Separation Method. 662-669
  
• Mahdi Khosravy, Mohammad Reza Alsharif, Bin Guo, Hai Lin, Katsumi Yamashita:
  A Robust and Precise Solution to Permutation Indeterminacy and Complex Scaling Ambiguity in BSS-Based Blind MIMO-OFDM Receiver. 670-677
  
• Ali Mansour, Joe Youssef, Koffi Clément Yao:
  Underdetermined BSS of MISO OSTBC Signals. 678-685
  
• Natanael N. de Moura, Eduardo F. Simas Filho, José Manoel de Seixas:
  Narrow-Band Short-Time Frequency-Domain Blind Signal Separation of Passive Sonar Signals. 686-693
  
• Héctor J. Pérez-Iglesias, Daniel I. Iglesia, Adriana Dapena, Vicente Zarzoso:
  Blind Channel Identification in (2 ×1) Alamouti Coded Systems Based on Maximizing the Eigenvalue Spread of Cumulant Matrices. 694-701
  
• Addisson Salazar, Arturo Serrano, Raul Llinares, Luis Vergara, Jorge Igual:
  ICA Mixture Modeling for the Classification of Materials in Impact-Echo Testing. 702-709
  
• Reinhard Schachtner, Gerhard Pöppel, Elmar Wolfgang Lang:
  Binary Nonnegative Matrix Factorization Applied to Semi-conductor Wafer Test Sets. 710-717
  
• Eduardo F. Simas Filho, José Manoel de Seixas, Luiz Pereira Calôba:
  High-Energy Particles Online Discriminators Based on Nonlinear Independent Components. 718-725
  
• Flávio Henrique Vieira Teles, Lígia Maria Carvalho Sousa, George E. Bozinis, Wesley F. de Miranda, Charles Casimiro Cavalcante:
  Network Traffic Flow Separation and Control Through a Hybrid ICA-Fuzzy Adaptive Algorithm. 726-733
  

Special Session on Evaluation

• Emmanuel Vincent, Shoko Araki, Pau Bofill:
  The 2008 Signal Separation Evaluation Campaign: A Community-Based Approach to Large-Scale Evaluation. 734-741
  
• Shoko Araki, Tomohiro Nakatani, Hiroshi Sawada, Shoji Makino:
  Stereo Source Separation and Source Counting with MAP Estimation with Dirichlet Prior Considering Spatial Aliasing Problem. 742-750
  
• Simon Arberet, Alexey Ozerov, Rémi Gribonval, Frédéric Bimbot:
  Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation. 751-758
  
• Scott C. Douglas:
  Application of Two Time-Domain Convolutive Blind Source Separation Algorithms to the 2008 Signal Separation Evaluation Campaign (SiSEC) Data. 759-766
  
• Intae Lee:
  Permutation Correction in Blind Source Separation Using Sliding Subband Likelihood Function. 767-774
  
• Emmanuel Vincent, Simon Arberet, Rémi Gribonval:
  Underdetermined Instantaneous Audio Source Separation via Local Gaussian Modeling. 775-782
  

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